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Fei Sheng

2 accepted papers

2022

Fast Road Segmentation via Uncertainty-aware Symmetric Network

ICRA 2022poster

The high performance of RGB-D based road segmentation methods contrasts with their rare application in commercial autonomous driving, which is owing to two reasons: 1) the prior methods cannot achieve high inference speed and high accuracy in both ways; 2) the different properties of RGB and depth d…

Cited by 54Source ↗code ↗Scholar ↗
2022

Monocular Depth Distribution Alignment with Low Computation

ICRA 2022poster

The performance of monocular depth estimation generally depends on the amount of parameters and computational cost. It leads to a large accuracy contrast between light-weight networks and heavy-weight networks, which limits their application in the real world. In this paper, we model the majority of…

Cited by 14Source ↗code ↗Scholar ↗